Gaël Beck

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 14

Top Topics

Nearest Neighbor

Top Venues

PAKDD (Workshops)

Publications

Gaël Beck, Mustapha Lebbah, Hanene Azzag, Tarn Duong
A New Nearest Neighbor Median Shift Clustering for Binary Data. ICANN (5) (2021)
Zaineb Chelly Dagdia, Christine Zarges, Gaël Beck, Mustapha Lebbah
A scalable and effective rough set theory-based approach for big data pre-processing. Knowl. Inf. Syst. 62 (8) (2020)
Gaël Beck, Tarn Duong, Mustapha Lebbah, Hanane Azzag, Christophe Cérin
A distributed approximate nearest neighbors algorithm for efficient large scale mean shift clustering. J. Parallel Distributed Comput. 134 (2019)
Andriantsiory Dina Faneva, Mustapha Lebbah, Hanane Azzag, Gaël Beck
Algorithms for an Efficient Tensor Biclustering. CoRR (2019)
Andriantsiory Dina Faneva, Mustapha Lebbah, Hanane Azzag, Gaël Beck
Algorithms for an Efficient Tensor Biclustering. PAKDD (Workshops) (2019)
Gaël Beck, Tarn Duong, Mustapha Lebbah, Hanane Azzag, Christophe Cérin
A Distributed and Approximated Nearest Neighbors Algorithm for an Efficient Large Scale Mean Shift Clustering. CoRR (2019)
Gaël Beck, Tarn Duong, Mustapha Lebbah, Hanane Azzag
Nearest Neighbor Median Shift Clustering for Binary Data. CoRR (2019)
Gaël Beck, Hanane Azzag, Mustapha Lebbah, Tarn Duong
Mean-shift : Clustering scalable et distribué. EGC (2018)
Zaineb Chelly Dagdia, Christine Zarges, Gaël Beck, Mustapha Lebbah
Nouveau Modèle de Sélection de Caractéristiques basé sur la Théorie des Ensembles Approximatifs pour les Données Massives. EGC (2018)
Gaël Beck, Hanane Azzag, Stéphanie Bougeard, Mustapha Lebbah, Ndèye Niang
A New Micro-Batch Approach for Partial Least Square Clusterwise Regression. INNS Conference on Big Data (2018)
Zaineb Chelly Dagdia, Christine Zarges, Gaël Beck, Hanene Azzag, Mustapha Lebbah
A Distributed Rough Set Theory Algorithm based on Locality Sensitive Hashing for an Efficient Big Data Pre-processing. IEEE BigData (2018)
Zaineb Chelly Dagdia, Christine Zarges, Gaël Beck, Mustapha Lebbah
A distributed rough set theory based algorithm for an efficient big data pre-processing under the spark framework. IEEE BigData (2017)
Tarn Duong, Gaël Beck, Hanene Azzag, Mustapha Lebbah
Nearest neighbour estimators of density derivatives, with application to mean shift clustering. Pattern Recognit. Lett. 80 (2016)
Gaël Beck, Tarn Duong, Hanene Azzag, Mustapha Lebbah
Distributed mean shift clustering with approximate nearest neighbours. IJCNN (2016)